Lea Duncker

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Dynamical Models

Gaussian Process

Latent Variable Models

Top Venues

Publications

Lea Duncker, Kiersten M. Ruda, Greg D. Field, Jonathan W. Pillow
Scalable Variational Inference for Low-Rank Spatiotemporal Receptive Fields. Neural Comput. 35 (6) (2023)
Julia Costacurta, Lea Duncker, Blue Sheffer, Winthrop Gillis, Caleb Weinreb, Jeffrey E. Markowitz, Sandeep R. Datta, Alex H. Williams, Scott W. Linderman
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs. NeurIPS (2022)
Lea Duncker, Laura Driscoll, Krishna V. Shenoy, Maneesh Sahani, David Sussillo
Organizing recurrent network dynamics by task-computation to enable continual learning. NeurIPS (2020)
Lea Duncker, Gergo Bohner, Julien Boussard, Maneesh Sahani
Learning interpretable continuous-time models of latent stochastic dynamical systems. CoRR (2019)
Lea Duncker, Gergo Bohner, Julien Boussard, Maneesh Sahani
Learning interpretable continuous-time models of latent stochastic dynamical systems. ICML (2019)
Lea Duncker, Maneesh Sahani
Temporal alignment and latent Gaussian process factor inference in population spike trains. NeurIPS (2018)